{"id":"https://openalex.org/W4414274976","doi":"https://doi.org/10.1016/j.ijin.2025.09.001","title":"MIDES: A multi-layer Intrusion Detection System using ensemble machine learning","display_name":"MIDES: A multi-layer Intrusion Detection System using ensemble machine learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414274976","doi":"https://doi.org/10.1016/j.ijin.2025.09.001"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijin.2025.09.001","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2025.09.001","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.ijin.2025.09.001","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038511121","display_name":"Vincenzo Agate","orcid":"https://orcid.org/0000-0002-3326-8500"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Vincenzo Agate","raw_affiliation_strings":["Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","Department of Engineering, University of Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3326-8500","affiliations":[{"raw_affiliation_string":"Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Department of Engineering, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016811183","display_name":"Alessandra De Paola","orcid":"https://orcid.org/0000-0002-7340-1847"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra De Paola","raw_affiliation_strings":["Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","Department of Engineering, University of Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7340-1847","affiliations":[{"raw_affiliation_string":"Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Department of Engineering, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025014332","display_name":"Pierluca Ferraro","orcid":"https://orcid.org/0000-0003-1574-1111"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pierluca Ferraro","raw_affiliation_strings":["Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","Department of Engineering, University of Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1574-1111","affiliations":[{"raw_affiliation_string":"Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Department of Engineering, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035697089","display_name":"Giuseppe Lo Re","orcid":"https://orcid.org/0000-0002-8217-2230"},"institutions":[{"id":"https://openalex.org/I4210152452","display_name":"Consorzio Interuniversitario Nazionale per l'Informatica","ror":"https://ror.org/03v8v5y65","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152452"]},{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Lo Re","raw_affiliation_strings":["Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","Department of Engineering, University of Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8217-2230","affiliations":[{"raw_affiliation_string":"Cybersecurity National Lab CINI - Consorzio Interuniversitario Nazionale per l\u2019Informatica, Italy","institution_ids":["https://openalex.org/I4210152452"]},{"raw_affiliation_string":"Department of Engineering, University of Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038511121"],"corresponding_institution_ids":["https://openalex.org/I4210152452","https://openalex.org/I900890020"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":800,"currency":"USD","value_usd":800},"fwci":1.9384,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88733904,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"204","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7189000248908997},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5824000239372253},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5648999810218811},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.49869999289512634},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.46000000834465027},{"id":"https://openalex.org/keywords/anomaly-based-intrusion-detection-system","display_name":"Anomaly-based intrusion detection system","score":0.3547999858856201},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.3499999940395355},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.3427000045776367},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.3418000042438507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696999907493591},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7189000248908997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7074000239372253},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7031999826431274},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5824000239372253},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5648999810218811},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.49869999289512634},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.46000000834465027},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3779999911785126},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.3547999858856201},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3499999940395355},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.3427000045776367},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.3418000042438507},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.33500000834465027},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.3158999979496002},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.3050000071525574},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.3046000003814697},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C158251709","wikidata":"https://www.wikidata.org/wiki/Q354025","display_name":"Intrusion","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25859999656677246}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.ijin.2025.09.001","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2025.09.001","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:33e44853f2a6417bb7ae26cb52154a42","is_oa":true,"landing_page_url":"https://doaj.org/article/33e44853f2a6417bb7ae26cb52154a42","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Intelligent Networks, Vol 6, Iss , Pp 204-223 (2025)","raw_type":"article"},{"id":"pmh:oai:iris.unipa.it:10447/691384","is_oa":true,"landing_page_url":"https://hdl.handle.net/10447/691384","pdf_url":null,"source":{"id":"https://openalex.org/S4306401065","display_name":"Nova Science Publishers (Nova Science Publishers, Inc.)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.ijin.2025.09.001","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2025.09.001","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F5497039910","display_name":"Ministero dell'Istruzione e del Merito","ror":"https://ror.org/01ehyh486"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1645816215","https://openalex.org/W1966741850","https://openalex.org/W1966809779","https://openalex.org/W1983291981","https://openalex.org/W1988918299","https://openalex.org/W2023294425","https://openalex.org/W2031163547","https://openalex.org/W2077028504","https://openalex.org/W2084496302","https://openalex.org/W2103414007","https://openalex.org/W2104837959","https://openalex.org/W2109438750","https://openalex.org/W2127548576","https://openalex.org/W2142889610","https://openalex.org/W2148244131","https://openalex.org/W2151554678","https://openalex.org/W2167240430","https://openalex.org/W2169768310","https://openalex.org/W2342408547","https://openalex.org/W2552899443","https://openalex.org/W2557450880","https://openalex.org/W2579916179","https://openalex.org/W2612690371","https://openalex.org/W2789828921","https://openalex.org/W2900919547","https://openalex.org/W2904235330","https://openalex.org/W2921453769","https://openalex.org/W2924689635","https://openalex.org/W2945037821","https://openalex.org/W2958285686","https://openalex.org/W2958489519","https://openalex.org/W3003685271","https://openalex.org/W3014732532","https://openalex.org/W3016987480","https://openalex.org/W3033675321","https://openalex.org/W3035311645","https://openalex.org/W3040266635","https://openalex.org/W3055742330","https://openalex.org/W3116162237","https://openalex.org/W3135091917","https://openalex.org/W3135550350","https://openalex.org/W3147161653","https://openalex.org/W3156954554","https://openalex.org/W3164321464","https://openalex.org/W3165522036","https://openalex.org/W3170348203","https://openalex.org/W3174167500","https://openalex.org/W3184668263","https://openalex.org/W3203052506","https://openalex.org/W3213433688","https://openalex.org/W4234740364","https://openalex.org/W4235173176","https://openalex.org/W4239963787","https://openalex.org/W4241511027","https://openalex.org/W4247454733","https://openalex.org/W4251498816","https://openalex.org/W4253232783","https://openalex.org/W4253769867","https://openalex.org/W4312208472","https://openalex.org/W4320151928","https://openalex.org/W4385605536","https://openalex.org/W4389584681","https://openalex.org/W4391842799","https://openalex.org/W4392172699","https://openalex.org/W4393072642","https://openalex.org/W4393101682","https://openalex.org/W4396505479","https://openalex.org/W4397000408","https://openalex.org/W4399110828","https://openalex.org/W4399666315","https://openalex.org/W4401635351","https://openalex.org/W4403169615","https://openalex.org/W4404851933","https://openalex.org/W4405232519","https://openalex.org/W4407450322","https://openalex.org/W4408048290","https://openalex.org/W4408441768","https://openalex.org/W4408563962","https://openalex.org/W4408564180","https://openalex.org/W4408974355","https://openalex.org/W4409130030","https://openalex.org/W4409882841","https://openalex.org/W4409882880","https://openalex.org/W4410359255","https://openalex.org/W4412610861"],"related_works":[],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"as":[3],"the":[4,26,36,60,114,152,181],"frequency":[5],"and":[6,75,102,125,139,155,159,192],"types":[7,55],"of":[8,20,28,38,56,59,94],"network":[9],"attacks":[10],"increase,":[11],"Intrusion":[12,187],"Detection":[13,188],"Systems":[14],"(IDSs)":[15],"have":[16,44],"become":[17],"essential":[18],"components":[19],"most":[21,115],"organizations\u2019":[22],"security":[23],"infrastructure.":[24],"Although":[25],"use":[27],"machine":[29],"learning":[30,197],"methods":[31,42],"shows":[32],"great":[33],"promise":[34],"for":[35,119,210],"design":[37],"effective":[39],"IDSs,":[40],"existing":[41,220],"still":[43],"several":[45],"limitations.":[46],"Single":[47],"classifiers":[48,97],"are":[49],"never":[50],"able":[51],"to":[52,87,98,106,132,136,200,219],"recognize":[53],"all":[54,171],"attacks,":[57],"regardless":[58],"underlying":[61],"algorithm.":[62],"This":[63],"paper":[64],"proposes":[65],"MIDES,":[66],"a":[67,78,83,103],"novel":[68],"multi-layer":[69,186],"IDS":[70],"that":[71,165],"integrates":[72],"binary,":[73],"multi-class,":[74],"meta-classifiers":[76],"into":[77],"flexible":[79],"architecture.":[80],"MIDES":[81,166],"employs":[82],"fast":[84],"binary":[85],"classifier":[86,208],"filter":[88],"clearly":[89],"benign":[90],"traffic,":[91],"an":[92],"ensemble":[93,196],"specialized":[95],"multi-class":[96],"analyze":[99],"suspicious":[100],"events,":[101],"meta-classification":[104],"layer":[105],"refine":[107],"decisions.":[108],"A":[109,185],"self-adaptive":[110],"agent":[111],"dynamically":[112],"selects":[113],"appropriate":[116],"decision":[117],"strategy":[118],"each":[120],"input":[121],"using":[122],"both":[123],"static":[124],"dynamic":[126],"heuristics.":[127],"The":[128,144],"system":[129,146],"is":[130],"designed":[131],"be":[133],"extensible,":[134],"adaptable":[135],"evolving":[137,201],"threats,":[138],"efficient":[140],"in":[141],"real-time":[142],"scenarios.":[143],"proposed":[145],"has":[147],"been":[148],"extensively":[149],"evaluated":[150],"on":[151],"well-known":[153],"CIC-IDS2017":[154],"CSE-CIC-IDS2018":[156],"public":[157],"datasets":[158],"compared":[160,182,218],"against":[161],"state-of-the-art":[162],"works,":[163],"showing":[164],"achieves":[167],"high":[168],"accuracy":[169,191],"across":[170],"14":[172],"attack":[173],"classes":[174],"while":[175],"significantly":[176],"reducing":[177],"classification":[178],"time,":[179],"outperforming":[180],"systems.":[183],"\u2022":[184,194,204,213],"System":[189],"improves":[190],"efficiency.":[193],"Adaptive":[195],"enhances":[198],"resilience":[199],"cyber":[202],"threats.":[203],"Self-configuring":[205],"heuristics":[206],"optimize":[207],"selection":[209],"threat":[211],"detection.":[212],"Tests":[214],"show":[215],"better":[216],"performance":[217],"solutions.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
